Muhammed Yıldırım profile image
Muhammed Yıldırım Assoc. Prof. Dr. FIRAT UNIVERSITY
Publication 30 Review 39 CrossRef Cited 40 TR Dizin Cited 10
30 Publication
39 Review
40 CrossRef Cited
10 TR Dizin Cited
0000-0003-1866-4721
57211712877

Research Fields

Machine Learning Database Systems Information and Computing Sciences Artificial Intelligence Data Mining and Knowledge Discovery Mechatronics Engineering

Institution

FIRAT UNIVERSITY

Popular Publications

Performing Sentiment Analysis with the Proposed Artificial Intelligence-Based Method Using Movie Commentaries
Authors: Muhammed Yıldırım
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1138128
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 2479

2

1

2479

Classification of Thyroid Nodules from Ultrasound Images Using Deep Learning Methods
Authors: Mehmet Emre Özbey , Mehmet Kaplan , Sercan Yalçın , Muhammed Yıldırım
Published: 2026 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1884262
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 43

0

1

43

Publications

Analyzing News and Detecting Fake News Using Artificial Intelligence Methods
Authors: Miraç Furkan Değirmenciler , Sercan Yalçın , Muhammed Yıldırım
Published: 2026 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1903167
FAVORITE 0 TOTAL DOWNLOAD COUNT 42

0

42

Classification of Thyroid Nodules from Ultrasound Images Using Deep Learning Methods
Authors: Mehmet Emre Özbey , Mehmet Kaplan , Sercan Yalçın , Muhammed Yıldırım
Published: 2026 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1884262
FAVORITE 1 TOTAL DOWNLOAD COUNT 43

1

43

Hybrid Content-Based Image Retrieval System for a Comprised 27-Class Euphorbia Seed Dataset Using Deep Feature Fusion
Authors: Murat Kürşat , Mücahit Karaduman , Hursit Burak Mutlu , İrfan Emre , Muhammed Yıldırım
Published: 2025 , Journal of Agricultural Sciences
DOI: 10.15832/ankutbd.1661676
FAVORITE 0 TOTAL DOWNLOAD COUNT 707

0

707

Transforming Education with Augmented and Virtual Reality: Applications, Challenges and Future Perspectives
Authors: Mücahit Karaduman , Muhammed Yıldırım
Published: 2025 , NATURENGS
DOI: 10.46572/naturengs.1601937
FAVORITE 0 TOTAL DOWNLOAD COUNT 1077

0

1077

Performance of Transformer-Based Methods on Restaurant Reviews Analysis
Authors: Mücahit Karaduman , Muhammed Bedir Baydemir , Muhammed Yıldırım
Published: 2025 , Firat University Journal of Experimental and Computational Engineering
DOI: 10.62520/fujece.1632266
FAVORITE 0 TOTAL DOWNLOAD COUNT 446

0

446

The Role of Machine Learning Models in Early Diabetes Diagnosis: A Dataset Based Analysis
Authors: Ekemen Çengel , Emine Cengil , Muhammed Yıldırım
Published: 2025 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1035

0

1035

Classification of Malicious Network Dataset With Residual CNN
Authors: Mücahit Karaduman , Sercan Yalçın , Muhammed Yıldırım
Published: 2025 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1622548
FAVORITE 0 TOTAL DOWNLOAD COUNT 464

0

464

Automatic Detection of Gastrointestinal Diseases Using Wireless Capsule Endoscopy Images
Authors: Harun Bingöl , Muhammed Yıldırım
Published: 2024 , NATURENGS
DOI: 10.46572/naturengs.1567342
FAVORITE 0 TOTAL DOWNLOAD COUNT 333

0

333

Examining Thyroid Cancer Diagnosis: Harnessing Machine Learning for Early Risk Detection
Authors: Mücahit Karaduman , Muhammed Yıldırım
Published: 2024 , Journal of Physical Chemistry and Functional Materials
DOI: 10.54565/jphcfum.1501648
FAVORITE 0 TOTAL DOWNLOAD COUNT 337

0

337

Extracting Meaningful Information from Turkish Chemistry and Physics Texts with Machine Learning
Authors: Mücahit Karaduman , Muhammed Yıldırım
Published: 2024 , Journal of Physical Chemistry and Functional Materials
DOI: 10.54565/jphcfum.1501651
FAVORITE 0 TOTAL DOWNLOAD COUNT 335

0

335

Digital Transformation in Agriculture, Detection of Diseases on Tomato Leaves with Artificial Intelligence
Authors: Kadir Ertaş , Muhammed Yıldırım
Published: 2024 , NATURENGS
DOI: 10.46572/naturengs.1495317
FAVORITE 0 TOTAL DOWNLOAD COUNT 554

0

554

BJWT-EHR: A novel JWT based Blockchain System for Electronic Health Records
Authors: Hamit Mızrak , Serpil Aslan , Muhammed Yıldırım
Published: 2023 , NATURENGS
DOI: 10.46572/naturengs.1398733
FAVORITE 0 TOTAL DOWNLOAD COUNT 785

0

785

Automated Grading of Glioma Using Deep Neural Networks
Authors: Muhammed Yıldırım , Serpil Aslan , Emine Cengil , Sercan Yalçın
Published: 2023 , NATURENGS
DOI: 10.46572/naturengs.1397010
FAVORITE 0 TOTAL DOWNLOAD COUNT 929

0

929

Prediction of Maternal Health Risk with Traditional Machine Learning Methods
Authors: Hursit Burak Mutlu , Fatih Durmaz , Nadide Yücel , Emine Cengil , Muhammed Yıldırım
Published: 2023 , NATURENGS
DOI: 10.46572/naturengs.1293185
FAVORITE 0 TOTAL DOWNLOAD COUNT 4934

0

4934

Detection and Localization of Glioma and Meningioma Tumors in Brain MR Images using Deep Learning
Authors: Emine Cengil , Yeşim Eroğlu , Ahmet Çınar , Muhammed Yıldırım
Published: 2023 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.1067061
FAVORITE 0 TOTAL DOWNLOAD COUNT 1147

0

1147

Classification of tea leaves diseases by developed CNN, feature fusion, and classifier based model
Authors: Nadide Yücel , Muhammed Yıldırım
Published: 2023 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.1235611
FAVORITE 0 TOTAL DOWNLOAD COUNT 2187

0

2187

Önerilen Derin Öğrenme ve Makine Öğrenmesi Tabanlı Hibrit Model ile Çevresel Atıkların Sınıflandırılması
Authors: Elif Nur Yıldız , Harun Bingöl , Muhammed Yıldırım
Published: 2023 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1230982
FAVORITE 0 TOTAL DOWNLOAD COUNT 2432

0

2432

Detection of Tonsillopharyngitis with Grad-Cam and Optimization-Based Model Using Oropharyngeal Images
Authors: Muhammed Yıldırım , Orkun Eroğlu
Published: 2022 , NATURENGS
DOI: 10.46572/naturengs.1205919
FAVORITE 0 TOTAL DOWNLOAD COUNT 1686

0

1686

Automatic Diagnosis of Snoring Sounds with the Developed Artificial Intelligence-based Hybrid Model
Authors: Muhammed Yıldırım
Published: 2022 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1127124
FAVORITE 0 TOTAL DOWNLOAD COUNT 1135

0

1135

Performing Sentiment Analysis with the Proposed Artificial Intelligence-Based Method Using Movie Commentaries
Authors: Muhammed Yıldırım
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1138128
FAVORITE 1 TOTAL DOWNLOAD COUNT 2479

1

2479

Using and Comparing Machine Learning Techniques for Automatic Detection of Spam Website URLs
Authors: Muhammed Yıldırım
Published: 2022 , NATURENGS
DOI: 10.46572/naturengs.1097970
FAVORITE 0 TOTAL DOWNLOAD COUNT 820

0

820

Sarcasm Detection in Online Social Networks Using Machine Learning Methods
Authors: Harun Bingol , Muhammed Yıldırım
Published: 2022 , NATURENGS
DOI: 10.46572/naturengs.1100358
FAVORITE 0 TOTAL DOWNLOAD COUNT 994

0

994

Automatic Classification of Environmental Sounds with the MFCC Method and the Proposed Deep Model
Authors: Muhammed Yıldırım
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1056326
FAVORITE 0 TOTAL DOWNLOAD COUNT 2612

0

2612

An in-depth exam of IoT, IoT Core Components, IoT Layers, and Attack Types
Authors: Muhammed Yıldırım , Uğur Demiroğlu , Bilal Şenol
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1010023
FAVORITE 0 TOTAL DOWNLOAD COUNT 3398

0

3398

Hybrid Convolutional Neural Network Architectures for Skin Cancer Classification
Authors: Emine Cengil , Ahmet Çınar , Muhammed Yıldırım
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1010266
FAVORITE 0 TOTAL DOWNLOAD COUNT 1671

0

1671

Classification of Skin Cancer Images with Convolutional Neural Network Architectures
Authors: Muhammed Yıldırım , Ahmet Çınar
Published: 2021 , Turkish Journal of Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1839

0

1839

Investigation of Cloud Computing Based Big Data on Machine Learning Algorithms.
Authors: Muhammed Yıldırım , Ahmet Çınar , Emine Cengil
Published: 2021 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.897573
FAVORITE 0 TOTAL DOWNLOAD COUNT 904

0

904

Classification of 40 Different Human Movements with CNN Architectures and Comparison of Their Performance
Authors: Muhammed Yıldırım , Ahmet Çınar
Published: 2021 , Turkish Journal of Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1116

0

1116

Global Optimizasyon İçin Sürü Tabanlı Bir Yaklaşım Salp Sürü Algoritması
Authors: Harun Bingöl , Muhammed Yıldırım
Published: 2021 , Fırat Üniversitesi Fen Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1790

0

1790

USE OF FPGA FOR REAL-TIME K-MEANS CLUSTERİNG ALGORITHM
Authors: Muhammed Yıldırım , Ahmet Çınar
Published: 2019 , International Journal of Engineering Science and Application
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1285

0

1285

Articles published in
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Computer Science
Computer Science
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering
International Journal of Applied Mathematics Electronics and Computers
International Journal of Applied Mathematics Electronics and Computers
International Journal of Engineering Science and Application
International Journal of Engineering Science and Application
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Physical Chemistry and Functional Materials
Journal of Physical Chemistry and Functional Materials
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
NATURENGS
NATURENGS
Sakarya University Journal of Science
Sakarya University Journal of Science
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Editorship
NATURENGS
NATURENGS
Editor
Turkish Journal of Earthquake Research
Turkish Journal of Earthquake Research
Section Editor
Editorial Board Memberships
NATURENGS
NATURENGS

Reviews

Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Aksaray University Journal of Science and Engineering
Aksaray University Journal of Science and Engineering
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Demiryolu Mühendisliği
Demiryolu Mühendisliği
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering
International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
Journal of Advanced Research in Natural and Applied Sciences
Journal of Advanced Research in Natural and Applied Sciences
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Computer Science and Technologies
Journal of Computer Science and Technologies
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Journal of Physical Chemistry and Functional Materials
Journal of Physical Chemistry and Functional Materials
Journal of Science of East
Journal of Science of East
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
NATURENGS
NATURENGS
Rahva Journal of Technical and Social Studies
Rahva Journal of Technical and Social Studies
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences

Publications

BJWT-EHR: A novel JWT based Blockchain System for Electronic Health Records
Authors: Hamit Mızrak , Serpil Aslan , Muhammed Yıldırım
Published: 2023 , NATURENGS
DOI: 10.46572/naturengs.1398733
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 785

1

0

785

Prediction of Maternal Health Risk with Traditional Machine Learning Methods
Authors: Hursit Burak Mutlu , Fatih Durmaz , Nadide Yücel , Emine Cengil , Muhammed Yıldırım
Published: 2023 , NATURENGS
DOI: 10.46572/naturengs.1293185
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 4934

5

0

4934

Detection and Localization of Glioma and Meningioma Tumors in Brain MR Images using Deep Learning
Authors: Emine Cengil , Yeşim Eroğlu , Ahmet Çınar , Muhammed Yıldırım
Published: 2023 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.1067061
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1147

2

0

1147

Classification of tea leaves diseases by developed CNN, feature fusion, and classifier based model
Authors: Nadide Yücel , Muhammed Yıldırım
Published: 2023 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.1235611
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 2187

9

0

2187

Önerilen Derin Öğrenme ve Makine Öğrenmesi Tabanlı Hibrit Model ile Çevresel Atıkların Sınıflandırılması
Authors: Elif Nur Yıldız , Harun Bingöl , Muhammed Yıldırım
Published: 2023 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1230982
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2432

3

0

2432

Automatic Diagnosis of Snoring Sounds with the Developed Artificial Intelligence-based Hybrid Model
Authors: Muhammed Yıldırım
Published: 2022 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1127124
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1135

2

0

1135

Performing Sentiment Analysis with the Proposed Artificial Intelligence-Based Method Using Movie Commentaries
Authors: Muhammed Yıldırım
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1138128
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 2479

2

1

2479

Using and Comparing Machine Learning Techniques for Automatic Detection of Spam Website URLs
Authors: Muhammed Yıldırım
Published: 2022 , NATURENGS
DOI: 10.46572/naturengs.1097970
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 820

1

0

820

Automatic Classification of Environmental Sounds with the MFCC Method and the Proposed Deep Model
Authors: Muhammed Yıldırım
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1056326
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 2612

7

0

2612

An in-depth exam of IoT, IoT Core Components, IoT Layers, and Attack Types
Authors: Muhammed Yıldırım , Uğur Demiroğlu , Bilal Şenol
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1010023
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3398

2

0

3398

Hybrid Convolutional Neural Network Architectures for Skin Cancer Classification
Authors: Emine Cengil , Ahmet Çınar , Muhammed Yıldırım
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1010266
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1671

4

0

1671

Investigation of Cloud Computing Based Big Data on Machine Learning Algorithms.
Authors: Muhammed Yıldırım , Ahmet Çınar , Emine Cengil
Published: 2021 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.897573
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 904

2

0

904

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.